MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37151 |
mcp-noticiel
Claim
Exposes the Noticiel product manual catalog to AI agents via the Model Context …
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| 37152 |
mcp-local-reader
Claim
Transform any local file into AI-optimized markdown format for seamless integra…
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| 37153 |
hypruse
Claim
Computer use for Hyprland: semantic desktop state over IPC, plus vision and nat…
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| 37154 |
resume-mcp
Claim
MCP server for maintaining a professional profile database and generating tailo…
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| 37155 |
Anamnesis MCP
Claim
Provides AI coding agents with persistent, traceable memory across projects by …
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| 37156 |
fingers
Claim
The honest trust index for x402: check who you're paying before your agent pays.
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| 37157 |
shadcn-registry-mcp
Claim
A secure MCP server that gives AI coding assistants direct access to the shadcn…
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| 37158 |
inline-claude
Claim
Allows invoking Claude in Telegram chats via inline mentions or business bot, w…
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| 37159 |
vsfclub1
Claim
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| 37160 |
tokentoll
Claim
Scan codebases for LLM API calls and estimate monthly costs. Compare costs betw…
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| 37161 |
mcp
Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
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| 37162 |
mcp-server
Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 37163 |
RunPod
Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
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| 37164 |
arcgis-glasgow
Claim
Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zo…
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| 37165 |
echolon
Claim
A Python backtest framework for futures research, designed from the start to be…
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| 37166 |
renacer-psicologico
Claim
Solo lectura: tarifa vigente, colegiación del equipo y hubs del blog clínico de…
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| 37167 |
Sooshie MCP Server
Claim
Enables AI assistants to manage social media through Sooshie, including schedul…
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| 37168 |
respec-mcp
Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
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| 37169 |
MySQL MCP Server
Claim
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
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| 37170 |
GetMyCert
Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
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| 37171 |
Provides a standardized MCP interface for interacting with Crustdata's tools an…
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| 37172 |
ViaCEP Brasil MCP Server
Claim
Enables AI tools to query Brazilian addresses by CEP or search CEPs by address …
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| 37173 |
TokenSaver
Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
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| 37174 |
openai-ads-mcp
Claim
An MCP server for the OpenAI Ads (ChatGPT Ads) Advertiser API, providing tools …
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| 37175 |
mcptools
Claim
An MCP server providing built-in system info and nmap network scanning tools, w…
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| 37176 |
eight-mcp-community
Claim
Provides tools to search for people using registered business cards and the pub…
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| 37177 |
polyhaven-mcp
Claim
Enables AI assistants to search and retrieve metadata and download links for CC…
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| 37178 |
Motion MCP Server
Claim
An open-source MCP server enabling AI assistants to interact with the Motion AP…
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| 37179 |
MCP Server
Claim
Enables natural-language querying of structured data via Model Context Protocol…
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| 37180 |
Fast-Whisper-MCP-Server
Claim
A high-performance speech recognition MCP server based on Faster Whisper, provi…
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| 37181 |
leetcode-helper
Claim
An MCP server that provides structured, AI-powered guidance for LeetCode proble…
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| 37182 |
unity-mcp
Claim
The first Model Context Protocol server for Unity projects. It gives AI assista…
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| 37183 |
datafood-mcp
Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
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| 37184 |
garmin-connect-mcp
Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Gar…
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| 37185 |
rnv-color-mcp
Claim
A complete color workflow over MCP: mix, convert, harmonize, measure, and remem…
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| 37186 |
Cloudflare MCP
Claim
Enables creation and deployment of MCP servers on Cloudflare Workers, with loca…
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| 37187 |
anvil
Claim
A throwaway Docker sandbox for agents to run code and shell commands safely.
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| 37188 |
tweetclaw
Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
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| 37189 |
Enables timezone conversion, astronomical calculations, and date utilities thro…
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| 37190 |
dexMCP
Claim
A Model Context Protocol server that wraps pypokedex to provide Pokemon data to…
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| 37191 |
MCP-WEATHER
Claim
Provides weather information for any city using the Open-Meteo API, deployed vi…
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| 37192 |
Hydra DB MCP Server
Claim
Provides tools for storing, searching, and managing memories with knowledge-gra…
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| 37193 |
rdf-mcp
Claim
MCP servers for querying Brick and 223P ontologies, enabling abbreviation expan…
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| 37194 |
Alan's Date Time MCP
Claim
Provides current date, time, and datetime with optional timezone support (local…
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| 37195 |
MCP server for Tangled git platform. Manage repositories, branches, and issues …
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| 37196 |
mcp-Docuplete
Claim
Docuplete automates document completion for businesses — PDF templates, client …
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| 37197 |
monarch-mcp
Claim
MCP server that bridges Claude to Monarch Money for personal-finance analysis a…
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| 37198 |
Provides tools to search stops, get next departures, and retrieve service alert…
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| 37199 |
web-fetch-mcp
Claim
MCP server for web page fetching (converting to Markdown/text with automatic fa…
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| 37200 |
plaud-mcp
Claim
Enables querying Plaud AI recordings, transcripts, and summaries through the Pl…
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